Visualization ideas for data science

Last update: Nov 03, 2022

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Overview

Nuance

I use Nuance to curate varied visualization thoughts during my data scientist career.
It is not yet a package but a list of small ideas. Welcome to test them out!

Why Nuance?

nuance n.
a subtle difference in meaning or opinion or attitude

How to use?

Please check instructions in the corresponding folder

List of ideas

simple tree: visualize a sklearn Decision Tree
sankey tree: visualize a sklearn Decision Tree
sankey flow: visualize a sankey flow
feature drift: visualize feature drift

Owner

Li Jiangchun

If I don't create, I don't understand.

GitHub Repository

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PolytopeSampler is a Matlab implementation of constrained Riemannian Hamiltonian Monte Carlo for sampling from high dimensional disributions on polytopes

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Here I plotted data for the average test scores across schools and class sizes across school districts.

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A Jupyter - Leaflet.js bridge

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Bioinformatics tool for exploring RNA-Protein interactions

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Generating interfaces(CLI, Qt GUI, Dash web app) from a Python function.

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31 Oct 21, 2022

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